{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 2D image transformation demo\n",
    "\n",
    "This demo shows how to apply 2D transforms in MONAI.\n",
    "Main features:\n",
    "* Random elastic transforms implemented in native Pytorch\n",
    "* Easy-to-use interfaces that are designed and implemented in the pythonic way\n",
    "    \n",
    "Find out more in MONAI's wiki page: https://github.com/Project-MONAI/MONAI/wiki\n",
    "\n",
    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Project-MONAI/MONAI/blob/master/examples/notebooks/transforms_demo_2d.ipynb)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Setup environment"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": "Note: you may need to restart the kernel to use updated packages.\n"
    }
   ],
   "source": [
    "%pip install -qU \"monai[pillow]\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": "Note: you may need to restart the kernel to use updated packages.\n"
    }
   ],
   "source": [
    "%pip install -qU matplotlib\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Setup imports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": "MONAI version: 0.2.0\nPython version: 3.7.5 (default, Nov  7 2019, 10:50:52)  [GCC 8.3.0]\nNumpy version: 1.19.1\nPytorch version: 1.6.0\n\nOptional dependencies:\nPytorch Ignite version: NOT INSTALLED or UNKNOWN VERSION.\nNibabel version: NOT INSTALLED or UNKNOWN VERSION.\nscikit-image version: NOT INSTALLED or UNKNOWN VERSION.\nPillow version: 7.2.0\nTensorboard version: NOT INSTALLED or UNKNOWN VERSION.\n\nFor details about installing the optional dependencies, please visit:\n    https://docs.monai.io/en/latest/installation.html#installing-the-recommended-dependencies\n\n"
    }
   ],
   "source": [
    "# Copyright 2020 MONAI Consortium\n",
    "# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
    "# you may not use this file except in compliance with the License.\n",
    "# You may obtain a copy of the License at\n",
    "#     http://www.apache.org/licenses/LICENSE-2.0\n",
    "# Unless required by applicable law or agreed to in writing, software\n",
    "# distributed under the License is distributed on an \"AS IS\" BASIS,\n",
    "# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n",
    "# See the License for the specific language governing permissions and\n",
    "# limitations under the License.\n",
    "\n",
    "import os\n",
    "import shutil\n",
    "import tempfile\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import PIL\n",
    "import torch\n",
    "\n",
    "from monai.apps import download_and_extract\n",
    "from monai.config import print_config\n",
    "from monai.transforms import Affine, Rand2DElastic\n",
    "\n",
    "print_config()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Setup data directory\n",
    "\n",
    "You can specify a directory with the `MONAI_DATA_DIRECTORY` environment variable.  \n",
    "This allows you to save results and reuse downloads.  \n",
    "If not specified a temporary directory will be used."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": "/home/bengorman/notebooks/\n"
    }
   ],
   "source": [
    "directory = os.environ.get(\"MONAI_DATA_DIRECTORY\")\n",
    "root_dir = tempfile.mkdtemp() if directory is None else directory\n",
    "print(root_dir)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Download dataset\n",
    "\n",
    "Downloads and extracts the dataset. The dataset comes from https://warwick.ac.uk/fac/sci/dcs/research/tia/glascontest/.\n",
    "\n",
    "The dataset used in this competition is provided for research purposes only. Commercial uses are not allowed.\n",
    "\n",
    "K. Sirinukunwattana, J. P. W. Pluim, H. Chen, X Qi, P. Heng, Y. Guo, L. Wang, B. J. Matuszewski, E. Bruni, U. Sanchez, A. Böhm, O. Ronneberger, B. Ben Cheikh, D. Racoceanu, P. Kainz, M. Pfeiffer, M. Urschler, D. R. J. Snead, N. M. Rajpoot, \"Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest\" http://arxiv.org/abs/1603.00275\n",
    "\n",
    "K. Sirinukunwattana, D.R.J. Snead, N.M. Rajpoot, \"A Stochastic Polygons Model for Glandular Structures in Colon Histology Images,\" in IEEE Transactions on Medical Imaging, 2015\n",
    "doi: 10.1109/TMI.2015.2433900\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": "180903936/180902609 Downloading warwick_qu_dataset_released_2016_07_08.zip: [==============================]\ndownloaded file: /home/bengorman/notebooks/warwick_qu_dataset_released_2016_07_08.zip.\nexpected MD5 is None, skip MD5 check for file /home/bengorman/notebooks/warwick_qu_dataset_released_2016_07_08.zip.\nexpected MD5 is None, skip MD5 check for file /home/bengorman/notebooks/warwick_qu_dataset_released_2016_07_08.zip.\n"
    }
   ],
   "source": [
    "resource = \"https://warwick.ac.uk/fac/sci/dcs/research/tia/glascontest/download/warwick_qu_dataset_released_2016_07_08.zip\"\n",
    "md5 = None\n",
    "\n",
    "compressed_file = os.path.join(root_dir, \"warwick_qu_dataset_released_2016_07_08.zip\")\n",
    "data_dir = os.path.join(root_dir, \"Warwick QU Dataset (Released 2016_07_08)\")\n",
    "\n",
    "download_and_extract(resource, compressed_file, root_dir, md5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "img_name = os.path.join(data_dir, \"train_22.bmp\")\n",
    "seg_name = os.path.join(data_dir, \"train_22_anno.bmp\")\n",
    "im = np.array(PIL.Image.open(img_name))\n",
    "seg = np.array(PIL.Image.open(seg_name))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": "(522, 775, 3) (522, 775)\n"
    },
    {
     "output_type": "display_data",
     "data": {
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\n"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "source": [
    "f, axes = plt.subplots(1, 2)\n",
    "axes[0].imshow(im)\n",
    "axes[1].imshow(seg)\n",
    "print(im.shape, seg.shape)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Affine transformation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": "(3, 300, 400) (1, 300, 400)\n"
    }
   ],
   "source": [
    "# MONAI transforms always take channel-first data: [channel x H x W]\n",
    "im_data = np.moveaxis(im, -1, 0)  # make them channel first\n",
    "seg_data = np.expand_dims(seg, 0)  # make a channel for the segmentation\n",
    "\n",
    "# create an Affine transform\n",
    "affine = Affine(\n",
    "    rotate_params=np.pi / 4,\n",
    "    scale_params=(1.2, 1.2),\n",
    "    translate_params=(200, 40),\n",
    "    padding_mode=\"zeros\",\n",
    "    device=torch.device(\"cuda:0\"),\n",
    ")\n",
    "# convert both image and segmentation using different interpolation mode\n",
    "new_img = affine(im_data, (300, 400), mode=\"bilinear\")\n",
    "new_seg = affine(seg_data, (300, 400), mode=\"nearest\")\n",
    "print(new_img.shape, new_seg.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": "<matplotlib.image.AxesImage at 0x7f0446fdffd0>"
     },
     "metadata": {},
     "execution_count": 9
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": "<Figure size 432x288 with 2 Axes>",
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\n"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "source": [
    "f, axes = plt.subplots(1, 2)\n",
    "axes[0].imshow(np.moveaxis(new_img.astype(int), 0, -1))\n",
    "axes[1].imshow(new_seg[0].astype(int))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Elastic deformation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": "(3, 224, 224) (1, 224, 224)\n"
    }
   ],
   "source": [
    "# create an elsatic deformation transform\n",
    "deform = Rand2DElastic(\n",
    "    prob=1.0,\n",
    "    spacing=(30, 30),\n",
    "    magnitude_range=(5, 6),\n",
    "    rotate_range=(np.pi / 4,),\n",
    "    scale_range=(0.2, 0.2),\n",
    "    translate_range=(100, 100),\n",
    "    padding_mode=\"zeros\",\n",
    "    device=torch.device(\"cuda:0\"),\n",
    ")\n",
    "# transform both image and segmentation using different interpolation mode\n",
    "deform.set_random_state(seed=123)\n",
    "new_img = deform(im_data, (224, 224), mode=\"bilinear\")\n",
    "deform.set_random_state(seed=123)\n",
    "new_seg = deform(seg_data, (224, 224), mode=\"nearest\")\n",
    "print(new_img.shape, new_seg.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": "<matplotlib.image.AxesImage at 0x7f044573d910>"
     },
     "metadata": {},
     "execution_count": 11
    },
    {
     "output_type": "display_data",
     "data": {
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\n"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "source": [
    "f, axes = plt.subplots(1, 2)\n",
    "axes[0].imshow(np.moveaxis(new_img.astype(int), 0, -1))\n",
    "axes[1].imshow(new_seg[0].astype(int))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Cleanup data directory\n",
    "\n",
    "Remove directory if a temporary was used."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "if directory is None:\n",
    "    shutil.rmtree(root_dir)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
